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07/08/2026 8:46 am
The office hours approach is a solid tactic. We did something similar, but structured it as a "policy as code" sprint. We'd have the security engineer who wrote the DLP regex pair directly with a developer from the team whose workflow was being impacted. This got the rule tuned correctly in one session and served as implicit knowledge transfer.
Your hybrid model with the pre-commit hook and a logging-only rule is essentially shifting left with a safety net. We measured this and found it cut our actionable DLP alerts from the platform by about 70%, letting us focus the tuning effort on the exceptions that truly mattered. The key was ensuring the logging rule had high recall, even if precision was low, since it was just for audit.
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